Genetic Algorithm Based Approach in Attribute Weighting for a Medical Data Set

Table 3

Example evaluation computation time of one population (21 individuals, one generation) in GA runs with different computers.

Example one population evaluation time
Computer	GA ONE	GA cwk-NN	GA wk-NN OVA	Specifications
C1	3 min 25 s	48 min 54 s	4 h 57 min 8 s	W7 Intel Core i7-3540M 3.00 GHz, 16 GB RAM
C2	—	49 min 53 s	6 h 59 min 16 s	I3-530 2.93 GHz, 12 GB RAM
C3	—	3 h 47 min 41 s	9 h 41 min 9 s	Q6600 2.4 GHz, 8 GB RAM
C4	—	3 h 12 min 41 s	21 h 14 min 0 s	HP ProLiant DL580 G7 server: 4*Intel Xeon X7560 2.26 GHz, 1 TB RAM
C5	—	3 h 4 min 58 s	7 h 22 min 52 s	DL785 G5 server: 8*AMD Opteron 8360 SE 2.5 GHz, 512 GB RAM
C6	—	—	10 h 34 min 55 s	Intel Core2 Duo E6750 2.66 GHz, 2 GB RAM